’Crimes against ST’

Dataset statistics

Number of variables	13
Number of observations	9841
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	2
Duplicate rows (%)	< 0.1%
Total size in memory	1.1 MiB
Average record size in memory	112.0 B

Variable types

Text	2
Numeric	11

Alerts

Dataset has 2 (< 0.1%) duplicate rows	Duplicates
`Murder` is highly overall correlated with `Rape`	High correlation
`Rape` is highly overall correlated with `Murder` and 2 other fields	High correlation
`Hurt` is highly overall correlated with `Rape` and 1 other fields	High correlation
`Other Crimes Against STs` is highly overall correlated with `Rape` and 1 other fields	High correlation
`Rape` is highly skewed (γ1 = 20.05760033)	Skewed
`Dacoity` is highly skewed (γ1 = 27.8530928)	Skewed
`Robbery` is highly skewed (γ1 = 22.7508024)	Skewed
`Arson` is highly skewed (γ1 = 32.6223407)	Skewed
`Protection of Civil Rights (PCR) Act` is highly skewed (γ1 = 65.79569543)	Skewed
`Murder` has 8564 (87.0%) zeros	Zeros
`Rape` has 7308 (74.3%) zeros	Zeros
`Kidnapping Abduction` has 8966 (91.1%) zeros	Zeros
`Dacoity` has 9707 (98.6%) zeros	Zeros
`Robbery` has 9587 (97.4%) zeros	Zeros
`Arson` has 9353 (95.0%) zeros	Zeros
`Hurt` has 7542 (76.6%) zeros	Zeros
`Protection of Civil Rights (PCR) Act` has 9707 (98.6%) zeros	Zeros
`Prevention of atrocities (POA) Act` has 7602 (77.2%) zeros	Zeros
`Other Crimes Against STs` has 6477 (65.8%) zeros	Zeros

Reproduction

Analysis started	2023-09-12 19:13:18.739967
Analysis finished	2023-09-12 19:14:50.953838
Duration	1 minute and 32.21 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

STATE/UT
Text

Distinct	70
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	153.8 KiB

Length

Max length	17
Median length	13
Mean length	9.8073367
Min length	3

Characters and Unicode

Total characters	96514
Distinct characters	48
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ANDHRA PRADESH
2nd row	ANDHRA PRADESH
3rd row	ANDHRA PRADESH
4th row	ANDHRA PRADESH
5th row	ANDHRA PRADESH

Value	Count	Frequency (%)
pradesh	2448	17.3%
uttar	955	6.8%
madhya	683	4.8%
maharashtra	598	4.2%
bihar	585	4.1%
tamil	509	3.6%
nadu	509	3.6%
rajasthan	498	3.5%
odisha	467	3.3%
	453	3.2%
Other values (37)	6423	45.5%

Most occurring characters

Value	Count	Frequency (%)
A	20217	20.9%
H	8947	9.3%
R	8637	8.9%
S	5465	5.7%
T	5325	5.5%
D	5184	5.4%
	4287	4.4%
N	3875	4.0%
M	3824	4.0%
E	3480	3.6%
Other values (38)	27273	28.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	85233	88.3%
Lowercase Letter	6535	6.8%
Space Separator	4287	4.4%
Other Punctuation	459	0.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	20217	23.7%
H	8947	10.5%
R	8637	10.1%
S	5465	6.4%
T	5325	6.2%
D	5184	6.1%
N	3875	4.5%
M	3824	4.5%
E	3480	4.1%
U	3131	3.7%
Other values (13)	17148	20.1%

Lowercase Letter

Value	Count	Frequency (%)
a	1737	26.6%
h	769	11.8%
r	736	11.3%
s	496	7.6%
d	431	6.6%
t	431	6.6%
e	322	4.9%
n	290	4.4%
i	266	4.1%
m	202	3.1%
Other values (13)	855	13.1%

Space Separator

Value	Count	Frequency (%)
	4287	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	459	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	91768	95.1%
Common	4746	4.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	20217	22.0%
H	8947	9.7%
R	8637	9.4%
S	5465	6.0%
T	5325	5.8%
D	5184	5.6%
N	3875	4.2%
M	3824	4.2%
E	3480	3.8%
U	3131	3.4%
Other values (36)	23683	25.8%

Common

Value	Count	Frequency (%)
	4287	90.3%
&	459	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	96514	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	20217	20.9%
H	8947	9.3%
R	8637	8.9%
S	5465	5.7%
T	5325	5.5%
D	5184	5.4%
	4287	4.4%
N	3875	4.0%
M	3824	4.0%
E	3480	3.6%
Other values (38)	27273	28.3%

DISTRICT
Text

Distinct	833
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Memory size	153.8 KiB

Length

Max length	20
Median length	17
Mean length	8.3826847
Min length	3

Characters and Unicode

Total characters	82494
Distinct characters	38
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	37 ?
Unique (%)	0.4%

Sample

1st row	ADILABAD
2nd row	ANANTAPUR
3rd row	CHITTOOR
4th row	CUDDAPAH
5th row	EAST GODAVARI

Value	Count	Frequency (%)
total	456	3.9%
rural	343	2.9%
commr	229	1.9%
rly	221	1.9%
west	120	1.0%
g.r.p	115	1.0%
east	111	0.9%
nagar	99	0.8%
south	91	0.8%
north	91	0.8%
Other values (760)	9956	84.1%

Most occurring characters

Value	Count	Frequency (%)
A	15586	18.9%
R	8434	10.2%
I	4672	5.7%
N	4647	5.6%
H	4593	5.6%
U	4478	5.4%
L	3868	4.7%
T	3679	4.5%
O	3228	3.9%
D	3087	3.7%
Other values (28)	26222	31.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	79192	96.0%
Space Separator	1991	2.4%
Other Punctuation	1022	1.2%
Dash Punctuation	84	0.1%
Close Punctuation	56	0.1%
Open Punctuation	56	0.1%
Decimal Number	52	0.1%
Lowercase Letter	39	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	15586	19.7%
R	8434	10.7%
I	4672	5.9%
N	4647	5.9%
H	4593	5.8%
U	4478	5.7%
L	3868	4.9%
T	3679	4.6%
O	3228	4.1%
D	3087	3.9%
Other values (15)	22920	28.9%

Other Punctuation

Value	Count	Frequency (%)
.	1009	98.7%
/	11	1.1%
&	2	0.2%

Lowercase Letter

Value	Count	Frequency (%)
a	13	33.3%
n	13	33.3%
d	13	33.3%

Decimal Number

Value	Count	Frequency (%)
2	26	50.0%
4	26	50.0%

Space Separator

Value	Count	Frequency (%)
	1991	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	84	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	56	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	56	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	79231	96.0%
Common	3263	4.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	15586	19.7%
R	8434	10.6%
I	4672	5.9%
N	4647	5.9%
H	4593	5.8%
U	4478	5.7%
L	3868	4.9%
T	3679	4.6%
O	3228	4.1%
D	3087	3.9%
Other values (18)	22959	29.0%

Common

Value	Count	Frequency (%)
	1991	61.0%
.	1009	30.9%
-	84	2.6%
)	56	1.7%
(	56	1.7%
2	26	0.8%
4	26	0.8%
/	11	0.3%
_	2	0.1%
&	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	82494	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	15586	18.9%
R	8434	10.2%
I	4672	5.7%
N	4647	5.6%
H	4593	5.6%
U	4478	5.4%
L	3868	4.7%
T	3679	4.5%
O	3228	3.9%
D	3087	3.7%
Other values (28)	26222	31.8%

Year
Real number (ℝ)

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2007.1617

Minimum	2001
Maximum	2013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	2001
5-th percentile	2001
Q1	2004
median	2007
Q3	2010
95-th percentile	2013
Maximum	2013
Range	12
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.7554538
Coefficient of variation (CV)	0.0018710271
Kurtosis	-1.2202554
Mean	2007.1617
Median Absolute Deviation (MAD)	3
Skewness	-0.051953776
Sum	19752478
Variance	14.103433
Monotonicity	Increasing

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
2013	823	8.4%
2012	811	8.2%
2011	791	8.0%
2010	779	7.9%
2009	767	7.8%
2008	761	7.7%
2007	743	7.6%
2006	740	7.5%
2005	734	7.5%
2004	729	7.4%
Other values (3)	2163	22.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2001	716	7.3%
2002	719	7.3%
2003	728	7.4%
2004	729	7.4%
2005	734	7.5%
2006	740	7.5%
2007	743	7.6%
2008	761	7.7%
2009	767	7.8%
2010	779	7.9%

Value	Count	Frequency (%)
2013	823	8.4%
2012	811	8.2%
2011	791	8.0%
2010	779	7.9%
2009	767	7.8%
2008	761	7.7%
2007	743	7.6%
2006	740	7.5%
2005	734	7.5%
2004	729	7.4%

Murder
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	40
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.40382075

Minimum	0
Maximum	62
Zeros	8564
Zeros (%)	87.0%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	62
Range	62
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.4110437
Coefficient of variation (CV)	5.970579
Kurtosis	232.45067
Mean	0.40382075
Median Absolute Deviation (MAD)	0
Skewness	13.613787
Sum	3974
Variance	5.8131317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	8564	87.0%
1	738	7.5%
2	232	2.4%
3	102	1.0%
4	44	0.4%
5	30	0.3%
6	22	0.2%
8	12	0.1%
10	11	0.1%
11	9	0.1%
Other values (30)	77	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8564	87.0%
1	738	7.5%
2	232	2.4%
3	102	1.0%
4	44	0.4%
5	30	0.3%
6	22	0.2%
7	6	0.1%
8	12	0.1%
9	8	0.1%

Value	Count	Frequency (%)
62	1	< 0.1%
49	2	< 0.1%
48	1	< 0.1%
47	2	< 0.1%
46	2	< 0.1%
45	2	< 0.1%
43	1	< 0.1%
42	1	< 0.1%
41	1	< 0.1%
38	1	< 0.1%

Rape
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	79
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7101921

Minimum	0
Maximum	329
Zeros	7308
Zeros (%)	74.3%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	7
Maximum	329
Range	329
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	11.695473
Coefficient of variation (CV)	6.8386899
Kurtosis	471.58098
Mean	1.7101921
Median Absolute Deviation (MAD)	0
Skewness	20.0576
Sum	16830
Variance	136.78409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7308	74.3%
1	879	8.9%
2	438	4.5%
3	278	2.8%
4	199	2.0%
5	140	1.4%
6	98	1.0%
7	95	1.0%
8	64	0.7%
9	54	0.5%
Other values (69)	288	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7308	74.3%
1	879	8.9%
2	438	4.5%
3	278	2.8%
4	199	2.0%
5	140	1.4%
6	98	1.0%
7	95	1.0%
8	64	0.7%
9	54	0.5%

Value	Count	Frequency (%)
329	1	< 0.1%
312	1	< 0.1%
308	1	< 0.1%
306	1	< 0.1%
294	1	< 0.1%
288	2	< 0.1%
284	1	< 0.1%
270	1	< 0.1%
263	2	< 0.1%
238	1	< 0.1%

Kidnapping Abduction
Real number (ℝ)

ZEROS

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2286353

Minimum	0
Maximum	46
Zeros	8966
Zeros (%)	91.1%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	46
Range	46
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.4360901
Coefficient of variation (CV)	6.2811389
Kurtosis	357.51613
Mean	0.2286353
Median Absolute Deviation (MAD)	0
Skewness	15.823641
Sum	2250
Variance	2.0623547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	8966	91.1%
1	534	5.4%
2	155	1.6%
3	49	0.5%
4	32	0.3%
6	18	0.2%
5	17	0.2%
7	15	0.2%
8	9	0.1%
9	9	0.1%
Other values (17)	37	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8966	91.1%
1	534	5.4%
2	155	1.6%
3	49	0.5%
4	32	0.3%
5	17	0.2%
6	18	0.2%
7	15	0.2%
8	9	0.1%
9	9	0.1%

Value	Count	Frequency (%)
46	1	< 0.1%
45	1	< 0.1%
39	1	< 0.1%
30	2	< 0.1%
27	1	< 0.1%
24	1	< 0.1%
22	2	< 0.1%
21	2	< 0.1%
20	1	< 0.1%
18	1	< 0.1%

Dacoity
Real number (ℝ)

SKEWED ZEROS

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.043491515

Minimum	0
Maximum	29
Zeros	9707
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.66315531
Coefficient of variation (CV)	15.247924
Kurtosis	971.09606
Mean	0.043491515
Median Absolute Deviation (MAD)	0
Skewness	27.853093
Sum	428
Variance	0.43977496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	9707	98.6%
1	79	0.8%
2	14	0.1%
3	10	0.1%
4	6	0.1%
5	6	0.1%
6	5	0.1%
12	2	< 0.1%
17	2	< 0.1%
13	2	< 0.1%
Other values (5)	8	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9707	98.6%
1	79	0.8%
2	14	0.1%
3	10	0.1%
4	6	0.1%
5	6	0.1%
6	5	0.1%
7	2	< 0.1%
9	2	< 0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
29	2	< 0.1%
18	1	< 0.1%
17	2	< 0.1%
15	1	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
9	2	< 0.1%
7	2	< 0.1%
6	5	0.1%
5	6	0.1%

Robbery
Real number (ℝ)

SKEWED ZEROS

Distinct	25
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.082308708

Minimum	0
Maximum	34
Zeros	9587
Zeros (%)	97.4%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0349252
Coefficient of variation (CV)	12.573702
Kurtosis	601.19119
Mean	0.082308708
Median Absolute Deviation (MAD)	0
Skewness	22.750802
Sum	810
Variance	1.0710701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	9587	97.4%
1	153	1.6%
2	43	0.4%
3	15	0.2%
4	10	0.1%
5	7	0.1%
14	3	< 0.1%
10	2	< 0.1%
16	2	< 0.1%
6	2	< 0.1%
Other values (15)	17	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9587	97.4%
1	153	1.6%
2	43	0.4%
3	15	0.2%
4	10	0.1%
5	7	0.1%
6	2	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
33	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
28	1	< 0.1%
26	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
20	1	< 0.1%
18	2	< 0.1%

Arson
Real number (ℝ)

SKEWED ZEROS

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1146225

Minimum	0
Maximum	64
Zeros	9353
Zeros (%)	95.0%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	64
Range	64
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0559888
Coefficient of variation (CV)	9.2127535
Kurtosis	1602.7615
Mean	0.1146225
Median Absolute Deviation (MAD)	0
Skewness	32.622341
Sum	1128
Variance	1.1151124
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	9353	95.0%
1	313	3.2%
2	87	0.9%
3	23	0.2%
5	14	0.1%
4	13	0.1%
7	8	0.1%
8	7	0.1%
6	6	0.1%
11	3	< 0.1%
Other values (8)	14	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9353	95.0%
1	313	3.2%
2	87	0.9%
3	23	0.2%
4	13	0.1%
5	14	0.1%
6	6	0.1%
7	8	0.1%
8	7	0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
64	1	< 0.1%
32	2	< 0.1%
28	1	< 0.1%
15	1	< 0.1%
14	2	< 0.1%
13	1	< 0.1%
11	3	< 0.1%
10	3	< 0.1%
9	3	< 0.1%
8	7	0.1%

Hurt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	99
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1379941

Minimum	0
Maximum	329
Zeros	7542
Zeros (%)	76.6%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8
Maximum	329
Range	329
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	12.041622
Coefficient of variation (CV)	5.6322056
Kurtosis	245.27078
Mean	2.1379941
Median Absolute Deviation (MAD)	0
Skewness	13.835103
Sum	21040
Variance	145.00067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7542	76.6%
1	637	6.5%
2	344	3.5%
3	237	2.4%
4	163	1.7%
5	151	1.5%
7	109	1.1%
6	105	1.1%
8	64	0.7%
9	54	0.5%
Other values (89)	435	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7542	76.6%
1	637	6.5%
2	344	3.5%
3	237	2.4%
4	163	1.7%
5	151	1.5%
6	105	1.1%
7	109	1.1%
8	64	0.7%
9	54	0.5%

Value	Count	Frequency (%)
329	1	< 0.1%
290	1	< 0.1%
263	1	< 0.1%
247	1	< 0.1%
245	1	< 0.1%
235	1	< 0.1%
216	1	< 0.1%
207	1	< 0.1%
204	1	< 0.1%
199	1	< 0.1%

Protection of Civil Rights (PCR) Act
Real number (ℝ)

SKEWED ZEROS

Distinct	25
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.084544254

Minimum	0
Maximum	160
Zeros	9707
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	160
Range	160
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.8792745
Coefficient of variation (CV)	22.228294
Kurtosis	5375.9994
Mean	0.084544254
Median Absolute Deviation (MAD)	0
Skewness	65.795695
Sum	832
Variance	3.5316727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	9707	98.6%
1	48	0.5%
2	16	0.2%
4	14	0.1%
3	14	0.1%
5	10	0.1%
10	5	0.1%
8	5	0.1%
6	4	< 0.1%
14	2	< 0.1%
Other values (15)	16	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9707	98.6%
1	48	0.5%
2	16	0.2%
3	14	0.1%
4	14	0.1%
5	10	0.1%
6	4	< 0.1%
7	1	< 0.1%
8	5	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
160	1	< 0.1%
39	1	< 0.1%
34	1	< 0.1%
26	1	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
21	2	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
17	1	< 0.1%

Prevention of atrocities (POA) Act
Real number (ℝ)

ZEROS

Distinct	131
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2917386

Minimum	0
Maximum	667
Zeros	7602
Zeros (%)	77.2%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	13
Maximum	667
Range	667
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20.569067
Coefficient of variation (CV)	6.2486939
Kurtosis	396.89585
Mean	3.2917386
Median Absolute Deviation (MAD)	0
Skewness	16.894961
Sum	32394
Variance	423.08653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7602	77.2%
1	540	5.5%
2	334	3.4%
3	190	1.9%
4	147	1.5%
5	95	1.0%
6	93	0.9%
7	66	0.7%
8	64	0.7%
9	53	0.5%
Other values (121)	657	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7602	77.2%
1	540	5.5%
2	334	3.4%
3	190	1.9%
4	147	1.5%
5	95	1.0%
6	93	0.9%
7	66	0.7%
8	64	0.7%
9	53	0.5%

Value	Count	Frequency (%)
667	1	< 0.1%
665	1	< 0.1%
579	1	< 0.1%
513	1	< 0.1%
406	1	< 0.1%
355	1	< 0.1%
326	1	< 0.1%
310	1	< 0.1%
303	2	< 0.1%
298	1	< 0.1%

Other Crimes Against STs
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	173
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4140839

Minimum	0
Maximum	1509
Zeros	6477
Zeros (%)	65.8%
Negative	0
Negative (%)	0.0%
Memory size	153.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	27
Maximum	1509
Range	1509
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	47.325425
Coefficient of variation (CV)	6.3831791
Kurtosis	381.22956
Mean	7.4140839
Median Absolute Deviation (MAD)	0
Skewness	17.562716
Sum	72962
Variance	2239.6959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6477	65.8%
1	536	5.4%
2	351	3.6%
3	260	2.6%
4	188	1.9%
5	167	1.7%
6	160	1.6%
7	146	1.5%
8	121	1.2%
9	95	1.0%
Other values (163)	1340	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6477	65.8%
1	536	5.4%
2	351	3.6%
3	260	2.6%
4	188	1.9%
5	167	1.7%
6	160	1.6%
7	146	1.5%
8	121	1.2%
9	95	1.0%

Value	Count	Frequency (%)
1509	1	< 0.1%
1375	1	< 0.1%
1111	1	< 0.1%
1077	1	< 0.1%
1040	1	< 0.1%
980	1	< 0.1%
967	1	< 0.1%
891	1	< 0.1%
867	1	< 0.1%
819	1	< 0.1%

Auto

Heatmap
Table

	Year	Murder	Rape	Kidnapping Abduction	Dacoity	Robbery	Arson	Hurt	Protection of Civil Rights (PCR) Act	Prevention of atrocities (POA) Act	Other Crimes Against STs
Year	1.000	-0.021	0.017	0.013	-0.026	-0.047	-0.043	0.005	-0.057	0.002	0.011
Murder	-0.021	1.000	0.526	0.390	0.212	0.279	0.307	0.463	0.107	0.269	0.496
Rape	0.017	0.526	1.000	0.428	0.163	0.230	0.314	0.584	0.109	0.347	0.665
Kidnapping Abduction	0.013	0.390	0.428	1.000	0.221	0.300	0.258	0.407	0.115	0.197	0.384
Dacoity	-0.026	0.212	0.163	0.221	1.000	0.379	0.183	0.187	0.039	0.098	0.153
Robbery	-0.047	0.279	0.230	0.300	0.379	1.000	0.255	0.267	0.053	0.143	0.214
Arson	-0.043	0.307	0.314	0.258	0.183	0.255	1.000	0.318	0.104	0.203	0.299
Hurt	0.005	0.463	0.584	0.407	0.187	0.267	0.318	1.000	0.119	0.372	0.594
Protection of Civil Rights (PCR) Act	-0.057	0.107	0.109	0.115	0.039	0.053	0.104	0.119	1.000	0.168	0.121
Prevention of atrocities (POA) Act	0.002	0.269	0.347	0.197	0.098	0.143	0.203	0.372	0.168	1.000	0.390
Other Crimes Against STs	0.011	0.496	0.665	0.384	0.153	0.214	0.299	0.594	0.121	0.390	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	STATE/UT	DISTRICT	Year	Murder	Rape	Kidnapping Abduction	Hurt	Prevention of atrocities (POA) Act	Other Crimes Against STs
0	ANDHRA PRADESH	ADILABAD	2001	0	1	2	2	0	13
1	ANDHRA PRADESH	ANANTAPUR	2001	0	0	0	7	1	6
2	ANDHRA PRADESH	CHITTOOR	2001	0	0	0	2	0	0
3	ANDHRA PRADESH	CUDDAPAH	2001	0	0	0	2	2	0
4	ANDHRA PRADESH	EAST GODAVARI	2001	0	0	0	0	0	14
5	ANDHRA PRADESH	GUNTAKAL RLY.	2001	0	0	0	0	0	0
6	ANDHRA PRADESH	GUNTUR	2001	0	2	1	10	3	19
7	ANDHRA PRADESH	HYDERABAD CITY	2001	0	0	0	0	0	2
8	ANDHRA PRADESH	KARIMNAGAR	2001	0	0	0	15	0	2
9	ANDHRA PRADESH	KHAMMAM	2001	1	4	0	8	9	20

	STATE/UT	DISTRICT	Year
813	Delhi UT	SOUTH-EAST	2013
814	Delhi UT	SOUTH-WEST	2013
815	Delhi UT	STF	2013
816	Delhi UT	WEST	2013
817	Delhi UT	ZZ TOTAL	2013
818	Lakshadweep	LAKSHADWEEP	2013
819	Lakshadweep	ZZ TOTAL	2013
820	Puducherry	KARAIKAL	2013
821	Puducherry	PUDUCHERRY	2013
822	Puducherry	ZZ TOTAL	2013

Most frequently occurring

	STATE/UT	DISTRICT	Year	Murder	Rape	Kidnapping Abduction	Dacoity	Robbery	Arson	Hurt	Protection of Civil Rights (PCR) Act	Prevention of atrocities (POA) Act	Other Crimes Against STs	# duplicates
0	JAMMU & KASHMIR	ANANTNAG	2001	0	0	0	0	0	0	0	0	0	0	2
1	NAGALAND	TOTAL	2005	0	0	0	0	0	0	0	0	0	0	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Other Punctuation

Lowercase Letter

Decimal Number

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring